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Learn to fine-tune a pre-trained YOLO v5 model using a custom clothing dataset with Venelin Valkov. Understand YOLO, install libraries, evaluate results in under 1 hour.
. Learn to create, save, load & explore natural language processing models using HuggingFace library.
Venelin Valkov's short program tests ChatGPT's ability to pass a Machine Learning Engineer interview at Meta, covering ML system design, Python coding, and PyTorch usage.
Learn to build Deep Learning projects with PyTorch Lightning, including installation and exploring the GoEmotions dataset by Google. Offered by Venelin Valkov.
Learn to build and train an LSTM Deep Neural Network for Bitcoin price prediction using PyTorch and PyTorch Lightning with Venelin Valkov in under an hour.
Learn to create a custom dataset for object detection with YOLOv5 using OpenCV, PyTorch, and Python in under an hour with Venelin Valkov. Includes Google Colab notebook.
Learn to create 3D photos from regular images using Python and machine learning in less than an hour with Venelin Valkov.
Learn to manage Machine Learning experiments with Python and DVC in less than an hour, offered by Venelin Valkov. The program covers reproducibility and tracking of results.
Learn to deploy a pre-trained BERT model as a REST API using FastAPI and Uvicorn in under an hour with Venelin Valkov. Includes hands-on project work.
This course covers using BERT to create, train, and evaluate a sentiment classifier using Transfer Learning and Hugging Face.
Learn text preprocessing and sentiment analysis using BERT, huggingface, and PyTorch in this short tutorial by Venelin Valkov. Master tokenization, padding, and creating data loaders.
Venelin Valkov's quick tutorial on using Matplotlib in Python for data visualization and exploratory data analysis in machine learning. Less than 1 hour.
Learn to classify traffic sign images using a pre-trained ResNet model with Venelin Valkov's tutorial. Gain skills in data exploration, model creation, training, and evaluation in 1-2 hours.
Learn to predict future Coronavirus cases using real-world data with Venelin Valkov's tutorial. Master LSTM time series forecasting with PyTorch in Python in just 1-2 hours.
Master image processing with OpenCV in Python in under an hour with Venelin Valkov. Learn to read, write, crop, resize, rotate, blur images, find contours, and more.
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